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Bayesian Markov Blanket Estimation
This paper considers a Bayesian view for estimating a sub-network in a Markov random field.
Distance-Based Network Recovery under Feature Correlation
We present an inference method for Gaussian graphical models when only pairwise distances of n objects are observed.
Bayesian Partitioning of Large-Scale Distance Data
A Bayesian approach to partitioning distance matrices is presented.
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